Pandas Profiling Report

Dataset statistics

Number of variables	30
Number of observations	6132
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	3
Duplicate rows (%)	< 0.1%
Total size in memory	1.4 MiB
Average record size in memory	240.0 B

Variable types

Categorical	8
Boolean	1
Numeric	21

Alerts

`bathrooms` has constant value "1"	Constant
Dataset has 3 (< 0.1%) duplicate rows	Duplicates
`host_neighbourhood` has a high cardinality: 312 distinct values	High cardinality
`neighbourhood` has a high cardinality: 187 distinct values	High cardinality
`city` has a high cardinality: 262 distinct values	High cardinality
`property_type` has a high cardinality: 63 distinct values	High cardinality
`accommodates` is highly overall correlated with `property_type` and 3 other fields	High correlation
`bedrooms` is highly overall correlated with `property_type` and 2 other fields	High correlation
`beds` is highly overall correlated with `property_type` and 2 other fields	High correlation
`guests_included` is highly overall correlated with `extra_people`	High correlation
`extra_people` is highly overall correlated with `guests_included`	High correlation
`availability_30` is highly overall correlated with `availability_60` and 2 other fields	High correlation
`availability_60` is highly overall correlated with `availability_30` and 2 other fields	High correlation
`availability_90` is highly overall correlated with `availability_30` and 2 other fields	High correlation
`availability_365` is highly overall correlated with `availability_30` and 2 other fields	High correlation
`review_scores_rating` is highly overall correlated with `review_scores_accuracy` and 5 other fields	High correlation
`review_scores_accuracy` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`review_scores_cleanliness` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`review_scores_checkin` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`review_scores_communication` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`review_scores_location` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`review_scores_value` is highly overall correlated with `review_scores_rating` and 5 other fields	High correlation
`property_type` is highly overall correlated with `room_type` and 4 other fields	High correlation
`room_type` is highly overall correlated with `property_type` and 1 other fields	High correlation
`security_deposit` is highly overall correlated with `cleaning_fee`	High correlation
`cleaning_fee` is highly overall correlated with `security_deposit`	High correlation
`number_of_reviews` is highly overall correlated with `property_type`	High correlation
`extra_people` has 3095 (50.5%) zeros	Zeros
`availability_30` has 2239 (36.5%) zeros	Zeros
`availability_60` has 1721 (28.1%) zeros	Zeros
`availability_90` has 1351 (22.0%) zeros	Zeros
`availability_365` has 744 (12.1%) zeros	Zeros
`number_of_reviews` has 1145 (18.7%) zeros	Zeros

Reproduction

Analysis started	2022-12-12 01:05:29.287614
Analysis finished	2022-12-12 01:07:01.182250
Duration	1 minute and 31.89 seconds
Software version	pandas-profiling vv3.5.0
Download configuration	config.json

host_neighbourhood
Categorical

Distinct	312
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

Sunnyvale	558
Santa Clara	450
Cambridge	444
Palo Alto	398
Alum Rock	310
Other values (307)	3972

Length

Max length	31
Median length	29
Mean length	10.53441
Min length	3

Characters and Unicode

Total characters	64597
Distinct characters	58
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	122 ?
Unique (%)	2.0%

Sample

1st row	Menlo Park
2nd row	Menlo Park
3rd row	Menlo Park
4th row	Palo Alto
5th row	Santa Clara

Common Values

Value	Count	Frequency (%)
Sunnyvale	558	9.1%
Santa Clara	450	7.3%
Cambridge	444	7.2%
Palo Alto	398	6.5%
Alum Rock	310	5.1%
West Valley	271	4.4%
San Jose	259	4.2%
Mountain View	184	3.0%
Central San Jose	165	2.7%
Berryessa	161	2.6%
Other values (302)	2932	47.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	649	6.1%
jose	593	5.6%
sunnyvale	582	5.5%
palo	518	4.9%
alto	513	4.9%
santa	483	4.6%
clara	453	4.3%
cambridge	444	4.2%
west	333	3.1%
valley	323	3.1%
Other values (368)	5686	53.8%

Most occurring characters

Value	Count	Frequency (%)
a	7095	11.0%
e	5522	8.5%
l	4913	7.6%
n	4890	7.6%
o	4646	7.2%
	4445	6.9%
t	3469	5.4%
r	3368	5.2%
s	2456	3.8%
i	2317	3.6%
Other values (48)	21476	33.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49200	76.2%
Uppercase Letter	10672	16.5%
Space Separator	4445	6.9%
Other Punctuation	188	0.3%
Dash Punctuation	76	0.1%
Decimal Number	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7095	14.4%
e	5522	11.2%
l	4913	10.0%
n	4890	9.9%
o	4646	9.4%
t	3469	7.1%
r	3368	6.8%
s	2456	5.0%
i	2317	4.7%
u	1520	3.1%
Other values (17)	9004	18.3%

Uppercase Letter

Value	Count	Frequency (%)
S	2013	18.9%
C	1536	14.4%
A	981	9.2%
P	851	8.0%
M	607	5.7%
W	598	5.6%
J	597	5.6%
V	572	5.4%
R	445	4.2%
G	371	3.5%
Other values (14)	2101	19.7%

Other Punctuation

Value	Count	Frequency (%)
/	155	82.4%
'	19	10.1%
.	14	7.4%

Decimal Number

Value	Count	Frequency (%)
2	8	50.0%
4	8	50.0%

Space Separator

Value	Count	Frequency (%)
	4445	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	76	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59872	92.7%
Common	4725	7.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7095	11.9%
e	5522	9.2%
l	4913	8.2%
n	4890	8.2%
o	4646	7.8%
t	3469	5.8%
r	3368	5.6%
s	2456	4.1%
i	2317	3.9%
S	2013	3.4%
Other values (41)	19183	32.0%

Common

Value	Count	Frequency (%)
	4445	94.1%
/	155	3.3%
-	76	1.6%
'	19	0.4%
.	14	0.3%
2	8	0.2%
4	8	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64596	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7095	11.0%
e	5522	8.5%
l	4913	7.6%
n	4890	7.6%
o	4646	7.2%
	4445	6.9%
t	3469	5.4%
r	3368	5.2%
s	2456	3.8%
i	2317	3.6%
Other values (47)	21475	33.2%

None

Value	Count	Frequency (%)
ğ	1	100.0%

host_identity_verified
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

True	5287
False	845

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	5287	86.2%
False	845	13.8%

neighbourhood
Categorical

Distinct	187
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

San Jose	2166
Palo Alto	588
Santa Clara	442
Sunnyvale	428
Mountain View	423
Other values (182)	2085

Length

Max length	24
Median length	20
Mean length	9.590835
Min length	3

Characters and Unicode

Total characters	58811
Distinct characters	58
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	98 ?
Unique (%)	1.6%

Sample

1st row	Menlo Park
2nd row	Menlo Park
3rd row	Menlo Park
4th row	Palo Alto
5th row	Santa Clara

Common Values

Value	Count	Frequency (%)
San Jose	2166	35.3%
Palo Alto	588	9.6%
Santa Clara	442	7.2%
Sunnyvale	428	7.0%
Mountain View	423	6.9%
San Francisco	374	6.1%
Los Gatos	142	2.3%
Menlo Park	137	2.2%
Cupertino	119	1.9%
Campbell	109	1.8%
Other values (177)	1204	19.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	2635	23.3%
jose	2214	19.6%
palo	705	6.2%
alto	705	6.2%
santa	447	4.0%
clara	442	3.9%
sunnyvale	432	3.8%
mountain	423	3.7%
view	423	3.7%
francisco	375	3.3%
Other values (202)	2510	22.2%

Most occurring characters

Value	Count	Frequency (%)
a	7757	13.2%
n	5964	10.1%
o	5879	10.0%
	5181	8.8%
e	4162	7.1%
S	3701	6.3%
s	3560	6.1%
l	3469	5.9%
t	2771	4.7%
J	2216	3.8%
Other values (48)	14151	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	42301	71.9%
Uppercase Letter	11295	19.2%
Space Separator	5181	8.8%
Decimal Number	16	< 0.1%
Dash Punctuation	13	< 0.1%
Other Letter	3	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7757	18.3%
n	5964	14.1%
o	5879	13.9%
e	4162	9.8%
s	3560	8.4%
l	3469	8.2%
t	2771	6.6%
i	2060	4.9%
r	1693	4.0%
u	1074	2.5%
Other values (16)	3912	9.2%

Uppercase Letter

Value	Count	Frequency (%)
S	3701	32.8%
J	2216	19.6%
P	899	8.0%
A	890	7.9%
C	813	7.2%
M	765	6.8%
V	474	4.2%
F	456	4.0%
L	270	2.4%
G	208	1.8%
Other values (14)	603	5.3%

Other Letter

Value	Count	Frequency (%)
圣	1	33.3%
何	1	33.3%
塞	1	33.3%

Decimal Number

Value	Count	Frequency (%)
2	8	50.0%
4	8	50.0%

Space Separator

Value	Count	Frequency (%)
	5181	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53596	91.1%
Common	5212	8.9%
Han	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7757	14.5%
n	5964	11.1%
o	5879	11.0%
e	4162	7.8%
S	3701	6.9%
s	3560	6.6%
l	3469	6.5%
t	2771	5.2%
J	2216	4.1%
i	2060	3.8%
Other values (40)	12057	22.5%

Common

Value	Count	Frequency (%)
	5181	99.4%
-	13	0.2%
2	8	0.2%
4	8	0.2%
,	2	< 0.1%

Han

Value	Count	Frequency (%)
圣	1	33.3%
何	1	33.3%
塞	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58807	> 99.9%
CJK	3	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7757	13.2%
n	5964	10.1%
o	5879	10.0%
	5181	8.8%
e	4162	7.1%
S	3701	6.3%
s	3560	6.1%
l	3469	5.9%
t	2771	4.7%
J	2216	3.8%
Other values (44)	14147	24.1%

None

Value	Count	Frequency (%)
ğ	1	100.0%

CJK

Value	Count	Frequency (%)
圣	1	33.3%
何	1	33.3%
塞	1	33.3%

city
Categorical

Distinct	262
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

San Jose	1664
San Francisco	554
Palo Alto	489
New York	443
Santa Clara	349
Other values (257)	2633

Length

Max length	20
Median length	19
Mean length	9.6263862
Min length	3

Characters and Unicode

Total characters	59029
Distinct characters	57
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	129 ?
Unique (%)	2.1%

Sample

1st row	Menlo Park
2nd row	San Francisco
3rd row	Menlo Park
4th row	Palo Alto
5th row	Mountain View

Common Values

Value	Count	Frequency (%)
San Jose	1664	27.1%
San Francisco	554	9.0%
Palo Alto	489	8.0%
New York	443	7.2%
Santa Clara	349	5.7%
Sunnyvale	308	5.0%
Mountain View	268	4.4%
California	188	3.1%
Los Gatos	133	2.2%
Cupertino	110	1.8%
Other values (252)	1626	26.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	2362	21.2%
jose	1734	15.6%
francisco	555	5.0%
palo	531	4.8%
alto	531	4.8%
new	447	4.0%
york	443	4.0%
santa	359	3.2%
clara	349	3.1%
sunnyvale	316	2.8%
Other values (291)	3511	31.5%

Most occurring characters

Value	Count	Frequency (%)
a	7206	12.2%
o	5766	9.8%
n	5595	9.5%
	5006	8.5%
e	4327	7.3%
S	3295	5.6%
s	3284	5.6%
l	3112	5.3%
t	2546	4.3%
r	2500	4.2%
Other values (47)	16392	27.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	42847	72.6%
Uppercase Letter	11124	18.8%
Space Separator	5006	8.5%
Dash Punctuation	19	< 0.1%
Other Punctuation	17	< 0.1%
Decimal Number	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7206	16.8%
o	5766	13.5%
n	5595	13.1%
e	4327	10.1%
s	3284	7.7%
l	3112	7.3%
t	2546	5.9%
r	2500	5.8%
i	2266	5.3%
c	1279	3.0%
Other values (16)	4966	11.6%

Uppercase Letter

Value	Count	Frequency (%)
S	3295	29.6%
J	1737	15.6%
C	862	7.7%
A	730	6.6%
P	699	6.3%
F	653	5.9%
M	559	5.0%
N	493	4.4%
Y	449	4.0%
V	365	3.3%
Other values (15)	1282	11.5%

Other Punctuation

Value	Count	Frequency (%)
'	16	94.1%
/	1	5.9%

Decimal Number

Value	Count	Frequency (%)
4	8	50.0%
2	8	50.0%

Space Separator

Value	Count	Frequency (%)
	5006	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53971	91.4%
Common	5058	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7206	13.4%
o	5766	10.7%
n	5595	10.4%
e	4327	8.0%
S	3295	6.1%
s	3284	6.1%
l	3112	5.8%
t	2546	4.7%
r	2500	4.6%
i	2266	4.2%
Other values (41)	14074	26.1%

Common

Value	Count	Frequency (%)
	5006	99.0%
-	19	0.4%
'	16	0.3%
4	8	0.2%
2	8	0.2%
/	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59028	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7206	12.2%
o	5766	9.8%
n	5595	9.5%
	5006	8.5%
e	4327	7.3%
S	3295	5.6%
s	3284	5.6%
l	3112	5.3%
t	2546	4.3%
r	2500	4.2%
Other values (46)	16391	27.8%

None

Value	Count	Frequency (%)
ğ	1	100.0%

zipcode
Real number (ℝ)

Distinct	78
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94770.345

Minimum	93133
Maximum	95976
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	93133
5-th percentile	94036
Q1	94301
median	95051
Q3	95125
95-th percentile	95133
Maximum	95976
Range	2843
Interquartile range (IQR)	824

Descriptive statistics

Standard deviation	458.55583
Coefficient of variation (CV)	0.0048386004
Kurtosis	-1.2286191
Mean	94770.345
Median Absolute Deviation (MAD)	77
Skewness	-0.7331783
Sum	5.8113176 × 10⁸
Variance	210273.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94301	337	5.5%
95112	309	5.0%
95128	287	4.7%
95051	240	3.9%
94303	215	3.5%
94306	197	3.2%
95125	179	2.9%
94043	169	2.8%
95127	167	2.7%
95126	163	2.7%
Other values (68)	3869	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
93133	6	0.1%
94022	88	1.4%
94024	46	0.8%
94025	131	2.1%
94027	6	0.1%
94028	28	0.5%
94035	1	< 0.1%
94036	74	1.2%
94039	67	1.1%
94040	116	1.9%

Value	Count	Frequency (%)
95976	3	< 0.1%
95192	19	0.3%
95150	42	0.7%
95148	33	0.5%
95139	13	0.2%
95138	8	0.1%
95137	1	< 0.1%
95136	64	1.0%
95135	19	0.3%
95134	74	1.2%

property_type
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	63
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

Private room in home	1625
Entire home	1149
Entire rental unit	1060
Entire guesthouse	342
Entire guest suite	324
Other values (58)	1632

Length

Max length	34
Median length	31
Mean length	17.773157
Min length	3

Characters and Unicode

Total characters	108985
Distinct characters	37
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	0.2%

Sample

1st row	Entire guesthouse
2nd row	Entire rental unit
3rd row	Private room in condo
4th row	Private room
5th row	Entire rental unit

Common Values

Value	Count	Frequency (%)
Private room in home	1625	26.5%
Entire home	1149	18.7%
Entire rental unit	1060	17.3%
Entire guesthouse	342	5.6%
Entire guest suite	324	5.3%
Entire serviced apartment	295	4.8%
Entire condo	168	2.7%
Private room in townhouse	148	2.4%
Private room in rental unit	142	2.3%
Entire townhouse	111	1.8%
Other values (53)	768	12.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
entire	3612	19.0%
home	2897	15.2%
room	2441	12.8%
in	2427	12.8%
private	2263	11.9%
rental	1213	6.4%
unit	1213	6.4%
guest	406	2.1%
suite	406	2.1%
guesthouse	368	1.9%
Other values (40)	1755	9.2%

Most occurring characters

Value	Count	Frequency (%)
e	13034	12.0%
	12869	11.8%
t	10618	9.7%
i	10408	9.5%
r	10266	9.4%
o	9439	8.7%
n	9413	8.6%
m	5692	5.2%
a	4564	4.2%
h	3714	3.4%
Other values (27)	18968	17.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	89908	82.5%
Space Separator	12869	11.8%
Uppercase Letter	6180	5.7%
Other Punctuation	28	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13034	14.5%
t	10618	11.8%
i	10408	11.6%
r	10266	11.4%
o	9439	10.5%
n	9413	10.5%
m	5692	6.3%
a	4564	5.1%
h	3714	4.1%
u	3173	3.5%
Other values (13)	9587	10.7%

Uppercase Letter

Value	Count	Frequency (%)
E	3613	58.5%
P	2263	36.6%
S	119	1.9%
R	84	1.4%
C	36	0.6%
T	25	0.4%
V	24	0.4%
F	8	0.1%
Y	3	< 0.1%
B	3	< 0.1%
Other values (2)	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	12869	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	96088	88.2%
Common	12897	11.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13034	13.6%
t	10618	11.1%
i	10408	10.8%
r	10266	10.7%
o	9439	9.8%
n	9413	9.8%
m	5692	5.9%
a	4564	4.7%
h	3714	3.9%
E	3613	3.8%
Other values (25)	15327	16.0%

Common

Value	Count	Frequency (%)
	12869	99.8%
/	28	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108985	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	13034	12.0%
	12869	11.8%
t	10618	9.7%
i	10408	9.5%
r	10266	9.4%
o	9439	8.7%
n	9413	8.6%
m	5692	5.2%
a	4564	4.2%
h	3714	3.4%
Other values (27)	18968	17.4%

room_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

Entire home/apt	3698
Private room	2315
Shared room	119

Length

Max length	15
Median length	15
Mean length	13.789791
Min length	11

Characters and Unicode

Total characters	84559
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entire home/apt
2nd row	Entire home/apt
3rd row	Private room
4th row	Private room
5th row	Entire home/apt

Common Values

Value	Count	Frequency (%)
Entire home/apt	3698	60.3%
Private room	2315	37.8%
Shared room	119	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	3698	30.2%
home/apt	3698	30.2%
room	2434	19.8%
private	2315	18.9%
shared	119	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	9830	11.6%
t	9711	11.5%
o	8566	10.1%
r	8566	10.1%
a	6132	7.3%
	6132	7.3%
m	6132	7.3%
i	6013	7.1%
h	3817	4.5%
p	3698	4.4%
Other values (7)	15962	18.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	68597	81.1%
Space Separator	6132	7.3%
Uppercase Letter	6132	7.3%
Other Punctuation	3698	4.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	9830	14.3%
t	9711	14.2%
o	8566	12.5%
r	8566	12.5%
a	6132	8.9%
m	6132	8.9%
i	6013	8.8%
h	3817	5.6%
p	3698	5.4%
n	3698	5.4%
Other values (2)	2434	3.5%

Uppercase Letter

Value	Count	Frequency (%)
E	3698	60.3%
P	2315	37.8%
S	119	1.9%

Space Separator

Value	Count	Frequency (%)
	6132	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3698	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	74729	88.4%
Common	9830	11.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	9830	13.2%
t	9711	13.0%
o	8566	11.5%
r	8566	11.5%
a	6132	8.2%
m	6132	8.2%
i	6013	8.0%
h	3817	5.1%
p	3698	4.9%
E	3698	4.9%
Other values (5)	8566	11.5%

Common

Value	Count	Frequency (%)
	6132	62.4%
/	3698	37.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	84559	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	9830	11.6%
t	9711	11.5%
o	8566	10.1%
r	8566	10.1%
a	6132	7.3%
	6132	7.3%
m	6132	7.3%
i	6013	7.1%
h	3817	4.5%
p	3698	4.4%
Other values (7)	15962	18.9%

accommodates
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.303816

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	8
Maximum	16
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.45677
Coefficient of variation (CV)	0.74361584
Kurtosis	4.5573253
Mean	3.303816
Median Absolute Deviation (MAD)	1
Skewness	1.8900864
Sum	20259
Variance	6.0357186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	2402	39.2%
1	1053	17.2%
4	964	15.7%
6	499	8.1%
3	441	7.2%
8	236	3.8%
5	217	3.5%
10	93	1.5%
7	83	1.4%
9	39	0.6%
Other values (6)	105	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1053	17.2%
2	2402	39.2%
3	441	7.2%
4	964	15.7%
5	217	3.5%
6	499	8.1%
7	83	1.4%
8	236	3.8%
9	39	0.6%
10	93	1.5%

Value	Count	Frequency (%)
16	25	0.4%
15	4	0.1%
14	17	0.3%
13	6	0.1%
12	35	0.6%
11	18	0.3%
10	93	1.5%
9	39	0.6%
8	236	3.8%
7	83	1.4%

bathrooms
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

1	6132

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	6132
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	6132	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	6132	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	6132	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6132	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6132	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	6132	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6132	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6132	100.0%

bedrooms
Real number (ℝ)

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5810502

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	8
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0215999
Coefficient of variation (CV)	0.6461527
Kurtosis	4.5372599
Mean	1.5810502
Median Absolute Deviation (MAD)	0
Skewness	2.0487448
Sum	9695
Variance	1.0436663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	4153	67.7%
2	999	16.3%
3	558	9.1%
4	300	4.9%
5	81	1.3%
6	26	0.4%
7	11	0.2%
8	4	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4153	67.7%
2	999	16.3%
3	558	9.1%
4	300	4.9%
5	81	1.3%
6	26	0.4%
7	11	0.2%
8	4	0.1%

Value	Count	Frequency (%)
8	4	0.1%
7	11	0.2%
6	26	0.4%
5	81	1.3%
4	300	4.9%
3	558	9.1%
2	999	16.3%
1	4153	67.7%

beds
Real number (ℝ)

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9274299

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	16
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.496296
Coefficient of variation (CV)	0.7763167
Kurtosis	10.039869
Mean	1.9274299
Median Absolute Deviation (MAD)	0
Skewness	2.5923656
Sum	11819
Variance	2.2389017
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	3460	56.4%
2	1275	20.8%
3	641	10.5%
4	378	6.2%
5	167	2.7%
6	103	1.7%
7	42	0.7%
8	29	0.5%
9	12	0.2%
10	9	0.1%
Other values (5)	16	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3460	56.4%
2	1275	20.8%
3	641	10.5%
4	378	6.2%
5	167	2.7%
6	103	1.7%
7	42	0.7%
8	29	0.5%
9	12	0.2%
10	9	0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
14	3	< 0.1%
13	2	< 0.1%
12	3	< 0.1%
11	7	0.1%
10	9	0.1%
9	12	0.2%
8	29	0.5%
7	42	0.7%
6	103	1.7%

bed_type
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

Real Bed	5946
Futon	94
Pull-out Sofa	39
Airbed	37
Couch	16

Length

Max length	13
Median length	8
Mean length	7.9659165
Min length	5

Characters and Unicode

Total characters	48847
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Real Bed
2nd row	Real Bed
3rd row	Real Bed
4th row	Real Bed
5th row	Real Bed

Common Values

Value	Count	Frequency (%)
Real Bed	5946	97.0%
Futon	94	1.5%
Pull-out Sofa	39	0.6%
Airbed	37	0.6%
Couch	16	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
real	5946	49.1%
bed	5946	49.1%
futon	94	0.8%
pull-out	39	0.3%
sofa	39	0.3%
airbed	37	0.3%
couch	16	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	11929	24.4%
l	6024	12.3%
a	5985	12.3%
	5985	12.3%
d	5983	12.2%
R	5946	12.2%
B	5946	12.2%
o	188	0.4%
u	188	0.4%
t	133	0.3%
Other values (13)	540	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30706	62.9%
Uppercase Letter	12117	24.8%
Space Separator	5985	12.3%
Dash Punctuation	39	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11929	38.8%
l	6024	19.6%
a	5985	19.5%
d	5983	19.5%
o	188	0.6%
u	188	0.6%
t	133	0.4%
n	94	0.3%
f	39	0.1%
i	37	0.1%
Other values (4)	106	0.3%

Uppercase Letter

Value	Count	Frequency (%)
R	5946	49.1%
B	5946	49.1%
F	94	0.8%
P	39	0.3%
S	39	0.3%
A	37	0.3%
C	16	0.1%

Space Separator

Value	Count	Frequency (%)
	5985	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42823	87.7%
Common	6024	12.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	11929	27.9%
l	6024	14.1%
a	5985	14.0%
d	5983	14.0%
R	5946	13.9%
B	5946	13.9%
o	188	0.4%
u	188	0.4%
t	133	0.3%
n	94	0.2%
Other values (11)	407	1.0%

Common

Value	Count	Frequency (%)
	5985	99.4%
-	39	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48847	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	11929	24.4%
l	6024	12.3%
a	5985	12.3%
	5985	12.3%
d	5983	12.2%
R	5946	12.2%
B	5946	12.2%
o	188	0.4%
u	188	0.4%
t	133	0.3%
Other values (13)	540	1.1%

square_feet
Real number (ℝ)

Distinct	38
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	719.18056

Minimum	0
Maximum	3700
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	718.17813
Q1	718.17813
median	718.17813
Q3	718.17813
95-th percentile	718.17813
Maximum	3700
Range	3700
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	71.009767
Coefficient of variation (CV)	0.098737049
Kurtosis	684.38973
Mean	719.18056
Median Absolute Deviation (MAD)	0
Skewness	17.781965
Sum	4410015.2
Variance	5042.387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
718.1781305	6053	98.7%
0	7	0.1%
900	7	0.1%
1000	6	0.1%
800	6	0.1%
850	5	0.1%
1200	4	0.1%
650	3	< 0.1%
700	3	< 0.1%
500	3	< 0.1%
Other values (28)	35	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
16	1	< 0.1%
100	2	< 0.1%
125	1	< 0.1%
130	3	< 0.1%
193	1	< 0.1%
210	1	< 0.1%
290	1	< 0.1%
300	1	< 0.1%
350	2	< 0.1%

Value	Count	Frequency (%)
3700	1	< 0.1%
2500	1	< 0.1%
2400	1	< 0.1%
2000	1	< 0.1%
1800	1	< 0.1%
1700	1	< 0.1%
1600	2	< 0.1%
1400	2	< 0.1%
1200	4	0.1%
1100	1	< 0.1%

security_deposit
Real number (ℝ)

Distinct	74
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	177.21494

Minimum	0
Maximum	5100
Zeros	9
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	100
Q1	100
median	100
Q3	150
95-th percentile	500
Maximum	5100
Range	5100
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	233.22778
Coefficient of variation (CV)	1.3160729
Kurtosis	136.27517
Mean	177.21494
Median Absolute Deviation (MAD)	0
Skewness	9.1554526
Sum	1086682
Variance	54395.195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	4222	68.9%
200	404	6.6%
500	305	5.0%
150	254	4.1%
300	250	4.1%
250	246	4.0%
400	67	1.1%
95	64	1.0%
1000	61	1.0%
350	46	0.8%
Other values (64)	213	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.1%
95	64	1.0%
97	1	< 0.1%
98	1	< 0.1%
99	4	0.1%
100	4222	68.9%
105	1	< 0.1%
109	2	< 0.1%
110	4	0.1%
115	1	< 0.1%

Value	Count	Frequency (%)
5100	2	< 0.1%
5000	1	< 0.1%
4000	1	< 0.1%
3000	4	0.1%
2600	1	< 0.1%
2500	2	< 0.1%
2000	16	0.3%
1500	11	0.2%
1200	1	< 0.1%
1020	1	< 0.1%

cleaning_fee
Real number (ℝ)

Distinct	96
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.106491

Minimum	0
Maximum	600
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	30
median	50
Q3	50
95-th percentile	100
Maximum	600
Range	600
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	33.141176
Coefficient of variation (CV)	0.66141483
Kurtosis	35.311958
Mean	50.106491
Median Absolute Deviation (MAD)	11.5
Skewness	3.5774933
Sum	307253
Variance	1098.3375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	2557	41.7%
20	377	6.1%
25	372	6.1%
30	288	4.7%
15	262	4.3%
10	257	4.2%
100	239	3.9%
75	227	3.7%
40	181	3.0%
60	170	2.8%
Other values (86)	1202	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
5	93	1.5%
6	2	< 0.1%
7	11	0.2%
8	13	0.2%
9	7	0.1%
10	257	4.2%
11	2	< 0.1%
12	17	0.3%
13	4	0.1%

Value	Count	Frequency (%)
600	2	< 0.1%
450	1	< 0.1%
400	1	< 0.1%
300	2	< 0.1%
275	2	< 0.1%
250	8	0.1%
220	1	< 0.1%
200	21	0.3%
199	2	< 0.1%
188	1	< 0.1%

guests_included
Real number (ℝ)

Distinct	13
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5114155

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	16
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1092794
Coefficient of variation (CV)	0.73393413
Kurtosis	24.53533
Mean	1.5114155
Median Absolute Deviation (MAD)	0
Skewness	3.8462254
Sum	9268
Variance	1.2305009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	4392	71.6%
2	1105	18.0%
4	294	4.8%
3	204	3.3%
6	52	0.8%
5	52	0.8%
8	12	0.2%
10	8	0.1%
7	7	0.1%
12	2	< 0.1%
Other values (3)	4	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4392	71.6%
2	1105	18.0%
3	204	3.3%
4	294	4.8%
5	52	0.8%
6	52	0.8%
7	7	0.1%
8	12	0.2%
10	8	0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
16	2	< 0.1%
14	1	< 0.1%
12	2	< 0.1%
11	1	< 0.1%
10	8	0.1%
8	12	0.2%
7	7	0.1%
6	52	0.8%
5	52	0.8%
4	294	4.8%

extra_people
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	61
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.943412

Minimum	0
Maximum	300
Zeros	3095
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	20
95-th percentile	45
Maximum	300
Range	300
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	17.838468
Coefficient of variation (CV)	1.4935823
Kurtosis	36.995472
Mean	11.943412
Median Absolute Deviation (MAD)	0
Skewness	3.9323798
Sum	73237
Variance	318.21095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3095	50.5%
20	612	10.0%
25	519	8.5%
10	518	8.4%
15	417	6.8%
30	242	3.9%
50	178	2.9%
35	83	1.4%
5	78	1.3%
40	77	1.3%
Other values (51)	313	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3095	50.5%
5	78	1.3%
6	5	0.1%
7	22	0.4%
8	16	0.3%
9	9	0.1%
10	518	8.4%
11	10	0.2%
12	25	0.4%
13	5	0.1%

Value	Count	Frequency (%)
300	2	< 0.1%
250	1	< 0.1%
200	1	< 0.1%
180	1	< 0.1%
179	1	< 0.1%
150	3	< 0.1%
130	1	< 0.1%
125	2	< 0.1%
120	1	< 0.1%
100	30	0.5%

availability_30
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	31
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.323875

Minimum	0
Maximum	30
Zeros	2239
Zeros (%)	36.5%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	22
95-th percentile	30
Maximum	30
Range	30
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	11.378576
Coefficient of variation (CV)	1.0048306
Kurtosis	-1.4009192
Mean	11.323875
Median Absolute Deviation (MAD)	8
Skewness	0.41536213
Sum	69438
Variance	129.47199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	2239	36.5%
30	603	9.8%
18	178	2.9%
19	169	2.8%
29	163	2.7%
24	147	2.4%
26	127	2.1%
17	125	2.0%
1	124	2.0%
23	123	2.0%
Other values (21)	2134	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2239	36.5%
1	124	2.0%
2	108	1.8%
3	98	1.6%
4	118	1.9%
5	107	1.7%
6	85	1.4%
7	101	1.6%
8	93	1.5%
9	107	1.7%

Value	Count	Frequency (%)
30	603	9.8%
29	163	2.7%
28	112	1.8%
27	111	1.8%
26	127	2.1%
25	116	1.9%
24	147	2.4%
23	123	2.0%
22	82	1.3%
21	84	1.4%

availability_60
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	61
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.677267

Minimum	0
Maximum	60
Zeros	1721
Zeros (%)	28.1%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	29
Q3	50
95-th percentile	60
Maximum	60
Range	60
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	23.184531
Coefficient of variation (CV)	0.83767415
Kurtosis	-1.6005325
Mean	27.677267
Median Absolute Deviation (MAD)	25
Skewness	0.034183765
Sum	169717
Variance	537.52248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1721	28.1%
60	578	9.4%
48	169	2.8%
59	158	2.6%
54	123	2.0%
49	122	2.0%
53	117	1.9%
58	108	1.8%
47	107	1.7%
17	103	1.7%
Other values (51)	2826	46.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1721	28.1%
1	76	1.2%
2	60	1.0%
3	42	0.7%
4	53	0.9%
5	42	0.7%
6	35	0.6%
7	41	0.7%
8	36	0.6%
9	40	0.7%

Value	Count	Frequency (%)
60	578	9.4%
59	158	2.6%
58	108	1.8%
57	90	1.5%
56	99	1.6%
55	95	1.5%
54	123	2.0%
53	117	1.9%
52	63	1.0%
51	48	0.8%

availability_90
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	91
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.520874

Minimum	0
Maximum	90
Zeros	1351
Zeros (%)	22.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	54
Q3	79
95-th percentile	90
Maximum	90
Range	90
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	34.544028
Coefficient of variation (CV)	0.742549
Kurtosis	-1.552252
Mean	46.520874
Median Absolute Deviation (MAD)	31
Skewness	-0.21546932
Sum	285266
Variance	1193.2899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1351	22.0%
90	505	8.2%
89	194	3.2%
78	158	2.6%
88	112	1.8%
84	111	1.8%
83	109	1.8%
79	107	1.7%
77	99	1.6%
1	95	1.5%
Other values (81)	3291	53.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1351	22.0%
1	95	1.5%
2	53	0.9%
3	37	0.6%
4	40	0.7%
5	35	0.6%
6	29	0.5%
7	28	0.5%
8	31	0.5%
9	23	0.4%

Value	Count	Frequency (%)
90	505	8.2%
89	194	3.2%
88	112	1.8%
87	86	1.4%
86	88	1.4%
85	86	1.4%
84	111	1.8%
83	109	1.8%
82	64	1.0%
81	52	0.8%

availability_365
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	364
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	196.44423

Minimum	0
Maximum	365
Zeros	744
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	78
median	180
Q3	331
95-th percentile	364
Maximum	365
Range	365
Interquartile range (IQR)	253

Descriptive statistics

Standard deviation	132.24188
Coefficient of variation (CV)	0.67317772
Kurtosis	-1.4865824
Mean	196.44423
Median Absolute Deviation (MAD)	134
Skewness	-0.14969863
Sum	1204596
Variance	17487.914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	744	12.1%
365	255	4.2%
364	189	3.1%
89	82	1.3%
363	69	1.1%
261	66	1.1%
179	63	1.0%
353	61	1.0%
352	60	1.0%
359	56	0.9%
Other values (354)	4487	73.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	744	12.1%
1	30	0.5%
2	17	0.3%
3	12	0.2%
4	18	0.3%
5	8	0.1%
6	8	0.1%
7	9	0.1%
8	10	0.2%
9	6	0.1%

Value	Count	Frequency (%)
365	255	4.2%
364	189	3.1%
363	69	1.1%
362	37	0.6%
361	39	0.6%
360	45	0.7%
359	56	0.9%
358	54	0.9%
357	34	0.6%
356	25	0.4%

number_of_reviews
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	327
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.230594

Minimum	0
Maximum	795
Zeros	1145
Zeros (%)	18.7%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8
Q3	37.25
95-th percentile	157.45
Maximum	795
Range	795
Interquartile range (IQR)	36.25

Descriptive statistics

Standard deviation	64.202303
Coefficient of variation (CV)	1.8755825
Kurtosis	23.0212
Mean	34.230594
Median Absolute Deviation (MAD)	8
Skewness	3.9644519
Sum	209902
Variance	4121.9357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	18.7%
1	511	8.3%
2	323	5.3%
3	273	4.5%
4	224	3.7%
5	202	3.3%
6	146	2.4%
7	138	2.3%
8	112	1.8%
9	96	1.6%
Other values (317)	2962	48.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1145	18.7%
1	511	8.3%
2	323	5.3%
3	273	4.5%
4	224	3.7%
5	202	3.3%
6	146	2.4%
7	138	2.3%
8	112	1.8%
9	96	1.6%

Value	Count	Frequency (%)
795	1	< 0.1%
694	1	< 0.1%
690	1	< 0.1%
677	1	< 0.1%
644	1	< 0.1%
619	1	< 0.1%
591	1	< 0.1%
549	1	< 0.1%
537	1	< 0.1%
529	1	< 0.1%

review_scores_rating
Real number (ℝ)

Distinct	126
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.473912

Minimum	0
Maximum	100
Zeros	19
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	0
5-th percentile	80
Q1	94.473912
median	96
Q3	99.4
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	4.9260878

Descriptive statistics

Standard deviation	9.5176735
Coefficient of variation (CV)	0.10074393
Kurtosis	46.371829
Mean	94.473912
Median Absolute Deviation (MAD)	2.6
Skewness	-5.9332765
Sum	579314.03
Variance	90.586109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	1380	22.5%
94.47391218	1145	18.7%
80	149	2.4%
93.4	137	2.2%
90	124	2.0%
96.6	123	2.0%
97.2	120	2.0%
97.8	114	1.9%
98.8	113	1.8%
95	113	1.8%
Other values (116)	2614	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	0.3%
20	24	0.4%
40	15	0.2%
46.6	1	< 0.1%
50	3	< 0.1%
53.4	2	< 0.1%
60	33	0.5%
65	1	< 0.1%
66.6	6	0.1%
68	1	< 0.1%

Value	Count	Frequency (%)
100	1380	22.5%
99.8	35	0.6%
99.6	67	1.1%
99.4	75	1.2%
99.2	82	1.3%
99	102	1.7%
98.8	113	1.8%
98.6	104	1.7%
98.4	98	1.6%
98.2	95	1.5%

review_scores_accuracy
Real number (ℝ)

Distinct	110
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5866224

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	8.5
Q1	9.5866224
median	9.72
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.41337762

Descriptive statistics

Standard deviation	0.69784356
Coefficient of variation (CV)	0.072793475
Kurtosis	45.444963
Mean	9.5866224
Median Absolute Deviation (MAD)	0.22
Skewness	-5.5446787
Sum	58785.168
Variance	0.48698563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1581	25.8%
9.586622384	1164	19.0%
9.86	147	2.4%
9.84	132	2.2%
9.9	130	2.1%
9.88	125	2.0%
8	124	2.0%
9.76	120	2.0%
9.92	119	1.9%
9.94	119	1.9%
Other values (100)	2371	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	15	0.2%
3	1	< 0.1%
3.34	1	< 0.1%
4	9	0.1%
5	2	< 0.1%
6	26	0.4%
6.4	1	< 0.1%
6.5	1	< 0.1%
6.66	2	< 0.1%
7	27	0.4%

Value	Count	Frequency (%)
10	1581	25.8%
9.98	62	1.0%
9.96	116	1.9%
9.94	119	1.9%
9.92	119	1.9%
9.9	130	2.1%
9.88	125	2.0%
9.86	147	2.4%
9.84	132	2.2%
9.82	113	1.8%

review_scores_cleanliness
Real number (ℝ)

Distinct	132
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4513929

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9.4513929
median	9.6
Q3	9.94
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.48860709

Descriptive statistics

Standard deviation	0.81056963
Coefficient of variation (CV)	0.085761923
Kurtosis	29.88549
Mean	9.4513929
Median Absolute Deviation (MAD)	0.28
Skewness	-4.4855104
Sum	57955.941
Variance	0.65702312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1390	22.7%
9.451392914	1164	19.0%
8	161	2.6%
9.34	134	2.2%
9	134	2.2%
9.6	111	1.8%
9.76	109	1.8%
9.78	107	1.7%
9.92	107	1.7%
9.9	107	1.7%
Other values (122)	2608	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	19	0.3%
3	2	< 0.1%
4	14	0.2%
4.66	1	< 0.1%
5	3	< 0.1%
5.34	2	< 0.1%
6	46	0.8%
6.34	2	< 0.1%
6.5	1	< 0.1%
6.58	2	< 0.1%

Value	Count	Frequency (%)
10	1390	22.7%
9.98	46	0.8%
9.96	72	1.2%
9.94	87	1.4%
9.92	107	1.7%
9.9	107	1.7%
9.88	102	1.7%
9.86	105	1.7%
9.84	96	1.6%
9.82	81	1.3%

review_scores_checkin
Real number (ℝ)

Distinct	90
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7342339

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	9.7342339
median	9.88
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.26576606

Descriptive statistics

Standard deviation	0.61347279
Coefficient of variation (CV)	0.063022195
Kurtosis	69.890102
Mean	9.7342339
Median Absolute Deviation (MAD)	0.12
Skewness	-7.2313206
Sum	59690.323
Variance	0.37634886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	2122	34.6%
9.734233944	1165	19.0%
9.96	199	3.2%
9.92	193	3.1%
9.88	180	2.9%
9.9	166	2.7%
9.94	165	2.7%
9.86	128	2.1%
9.84	116	1.9%
9.82	108	1.8%
Other values (80)	1590	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	12	0.2%
4	11	0.2%
5	1	< 0.1%
5.34	1	< 0.1%
6	30	0.5%
6.66	1	< 0.1%
7	4	0.1%
7.2	2	< 0.1%
7.34	10	0.2%
7.38	1	< 0.1%

Value	Count	Frequency (%)
10	2122	34.6%
9.98	95	1.5%
9.96	199	3.2%
9.94	165	2.7%
9.92	193	3.1%
9.9	166	2.7%
9.88	180	2.9%
9.86	128	2.1%
9.84	116	1.9%
9.82	108	1.8%

review_scores_communication
Real number (ℝ)

Distinct	108
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.665781

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	8.66
Q1	9.665781
median	9.84
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.334219

Descriptive statistics

Standard deviation	0.71430114
Coefficient of variation (CV)	0.073899993
Kurtosis	53.529026
Mean	9.665781
Median Absolute Deviation (MAD)	0.16
Skewness	-6.3053925
Sum	59270.569
Variance	0.51022612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	2045	33.3%
9.665780998	1164	19.0%
9.94	182	3.0%
9.9	167	2.7%
9.96	159	2.6%
9.88	151	2.5%
9.92	145	2.4%
9.84	116	1.9%
9.86	109	1.8%
9.8	105	1.7%
Other values (98)	1789	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	20	0.3%
3.34	1	< 0.1%
4	9	0.1%
4.66	2	< 0.1%
5	2	< 0.1%
6	27	0.4%
6.34	1	< 0.1%
6.4	1	< 0.1%
6.5	2	< 0.1%
6.66	4	0.1%

Value	Count	Frequency (%)
10	2045	33.3%
9.98	86	1.4%
9.96	159	2.6%
9.94	182	3.0%
9.92	145	2.4%
9.9	167	2.7%
9.88	151	2.5%
9.86	109	1.8%
9.84	116	1.9%
9.82	84	1.4%

review_scores_location
Real number (ℝ)

Distinct	98
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.6276465

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	8.8
Q1	9.6276465
median	9.72
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.37235353

Descriptive statistics

Standard deviation	0.60700123
Coefficient of variation (CV)	0.063047728
Kurtosis	61.130946
Mean	9.6276465
Median Absolute Deviation (MAD)	0.2
Skewness	-6.2812871
Sum	59036.728
Variance	0.3684505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1595	26.0%
9.627646466	1165	19.0%
9.9	139	2.3%
9.88	139	2.3%
9.86	139	2.3%
9.76	128	2.1%
9.84	127	2.1%
9.72	124	2.0%
9	117	1.9%
9.8	116	1.9%
Other values (88)	2343	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	12	0.2%
4	6	0.1%
4.66	1	< 0.1%
5	1	< 0.1%
5.34	1	< 0.1%
6	18	0.3%
6.4	1	< 0.1%
6.66	2	< 0.1%
7	10	0.2%
7.34	9	0.1%

Value	Count	Frequency (%)
10	1595	26.0%
9.98	35	0.6%
9.96	97	1.6%
9.94	93	1.5%
9.92	105	1.7%
9.9	139	2.3%
9.88	139	2.3%
9.86	139	2.3%
9.84	127	2.1%
9.82	107	1.7%

review_scores_value
Real number (ℝ)

Distinct	121
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3638776

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	48.0 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9.34
median	9.46
Q3	9.8
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0.46

Descriptive statistics

Standard deviation	0.82308958
Coefficient of variation (CV)	0.087900506
Kurtosis	30.672026
Mean	9.3638776
Median Absolute Deviation (MAD)	0.26
Skewness	-4.5500962
Sum	57419.297
Variance	0.67747645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.363877592	1165	19.0%
10	1033	16.8%
8	191	3.1%
9	167	2.7%
9.34	151	2.5%
9.6	136	2.2%
9.66	131	2.1%
9.5	128	2.1%
9.72	124	2.0%
9.76	117	1.9%
Other values (111)	2789	45.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	24	0.4%
3	2	< 0.1%
4	10	0.2%
5	4	0.1%
5.34	1	< 0.1%
6	59	1.0%
6.5	5	0.1%
6.58	1	< 0.1%
6.66	8	0.1%
7	23	0.4%

Value	Count	Frequency (%)
10	1033	16.8%
9.98	1	< 0.1%
9.96	13	0.2%
9.94	37	0.6%
9.92	44	0.7%
9.9	61	1.0%
9.88	74	1.2%
9.86	87	1.4%
9.84	74	1.2%
9.82	85	1.4%

cancellation_policy
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.0 KiB

strict	2664
flexible	2025
moderate	1442
no_refunds	1

Length

Max length	10
Median length	8
Mean length	7.1314416
Min length	6

Characters and Unicode

Total characters	43730
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	moderate
2nd row	flexible
3rd row	strict
4th row	strict
5th row	moderate

Common Values

Value	Count	Frequency (%)
strict	2664	43.4%
flexible	2025	33.0%
moderate	1442	23.5%
no_refunds	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
strict	2664	43.4%
flexible	2025	33.0%
moderate	1442	23.5%
no_refunds	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	6935	15.9%
t	6770	15.5%
i	4689	10.7%
r	4107	9.4%
l	4050	9.3%
s	2665	6.1%
c	2664	6.1%
f	2026	4.6%
b	2025	4.6%
x	2025	4.6%
Other values (7)	5774	13.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43729	> 99.9%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6935	15.9%
t	6770	15.5%
i	4689	10.7%
r	4107	9.4%
l	4050	9.3%
s	2665	6.1%
c	2664	6.1%
f	2026	4.6%
b	2025	4.6%
x	2025	4.6%
Other values (6)	5773	13.2%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	43729	> 99.9%
Common	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6935	15.9%
t	6770	15.5%
i	4689	10.7%
r	4107	9.4%
l	4050	9.3%
s	2665	6.1%
c	2664	6.1%
f	2026	4.6%
b	2025	4.6%
x	2025	4.6%
Other values (6)	5773	13.2%

Common

Value	Count	Frequency (%)
_	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6935	15.9%
t	6770	15.5%
i	4689	10.7%
r	4107	9.4%
l	4050	9.3%
s	2665	6.1%
c	2664	6.1%
f	2026	4.6%
b	2025	4.6%
x	2025	4.6%
Other values (7)	5774	13.2%

Auto

The auto setting is an interpretable pairwise column metric of the following mapping:

Variable_type-Variable_type : Method, Range
Categorical-Categorical : Cramer's V, [0,1]
Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
Numerical-Numerical : Spearman's ρ, [-1,1]

The number of bins used in the discretization for the Numerical-Categorical column pair can be changed using config.correlations["auto"].n_bins. The number of bins affects the granularity of the association you wish to measure.

This configuration uses the recommended metric for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	host_neighbourhood	host_identity_verified	neighbourhood	city	zipcode	property_type	room_type	accommodates	bathrooms	bedrooms	beds	bed_type	square_feet	security_deposit	cleaning_fee	guests_included	extra_people	availability_30	availability_60	availability_90	availability_365	number_of_reviews	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	cancellation_policy
0	Menlo Park	t	Menlo Park	Menlo Park	94301	Entire guesthouse	Entire home/apt	1	1	1	1	Real Bed	718.17813	100	50	1	20	1	1	1	1	19	100.000000	10.000000	10.000000	9.900000	9.900000	10.000000	9.780000	moderate
1	Menlo Park	t	Menlo Park	San Francisco	94025	Entire rental unit	Entire home/apt	2	1	1	1	Real Bed	718.17813	100	50	1	0	2	2	2	59	10	90.000000	9.600000	8.400000	9.800000	9.800000	9.600000	8.200000	flexible
2	Menlo Park	t	Menlo Park	Menlo Park	94025	Private room in condo	Private room	1	1	2	1	Real Bed	718.17813	800	100	4	25	11	11	11	11	0	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	strict
3	Palo Alto	t	Palo Alto	Palo Alto	94301	Private room	Private room	1	1	1	1	Real Bed	718.17813	100	75	1	0	0	0	0	58	76	95.800000	9.620000	9.760000	9.720000	9.660000	9.780000	9.560000	strict
4	Santa Clara	f	Santa Clara	Mountain View	95051	Entire rental unit	Entire home/apt	2	1	1	1	Real Bed	718.17813	100	17	2	15	0	0	15	105	16	91.200000	9.760000	9.620000	9.880000	9.760000	9.620000	9.380000	moderate
5	Palo Alto	t	Palo Alto	Palo Alto	94301	Private room	Private room	1	1	1	1	Real Bed	718.17813	500	35	1	0	0	0	10	283	264	97.400000	9.640000	9.580000	9.700000	9.800000	9.920000	9.480000	moderate
6	Palo Alto	t	Palo Alto	Palo Alto	94303	Private room in home	Private room	2	1	1	1	Real Bed	718.17813	100	30	2	10	0	0	0	261	140	98.200000	9.900000	9.900000	9.820000	9.900000	9.900000	9.660000	flexible
7	Palo Alto	t	Palo Alto	Palo Alto	94301	Private room	Private room	2	1	1	4	Real Bed	718.17813	100	20	1	9	18	28	28	237	149	97.800000	9.780000	9.660000	9.700000	9.820000	9.920000	9.560000	strict
8	Palo Alto	t	Palo Alto	Palo Alto	94301	Private room	Private room	1	1	1	1	Real Bed	718.17813	100	40	3	10	0	0	2	277	208	97.200000	9.740000	9.820000	9.820000	9.840000	9.900000	9.540000	moderate
9	Cupertino	t	Cupertino	Cupertino	95129	Entire guesthouse	Entire home/apt	4	1	1	1	Real Bed	718.17813	150	50	4	25	2	32	62	337	183	98.600000	9.840000	9.960000	9.920000	9.900000	9.780000	9.780000	strict

	host_neighbourhood	host_identity_verified	neighbourhood	city	zipcode	property_type	room_type	accommodates	bathrooms	bedrooms	beds	bed_type	square_feet	security_deposit	cleaning_fee	guests_included	extra_people	availability_30	availability_60	availability_90	availability_365	number_of_reviews	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	cancellation_policy
6122	East Palo Alto	t	East Palo Alto	Union City	94301	Private room in home	Private room	2	1	1	1	Real Bed	718.17813	100	50	1	0	9	31	61	241	19	100.000000	10.000000	9.900000	10.000000	10.000000	9.900000	10.000000	flexible
6123	East Palo Alto	t	East Palo Alto	Pleasanton	94303	Private room in villa	Private room	2	1	1	1	Real Bed	718.17813	100	5	1	0	30	60	90	90	1	100.000000	10.000000	10.000000	10.000000	10.000000	10.000000	10.000000	flexible
6124	East Palo Alto	t	East Palo Alto	East Palo Alto	94303	Private room in home	Private room	2	1	1	1	Real Bed	718.17813	150	65	5	10	0	0	1	91	34	95.800000	9.880000	9.640000	9.700000	9.880000	8.880000	9.640000	strict
6125	Menlo Park	t	Menlo Park	Menlo Park	94025	Private room in home	Private room	2	1	1	1	Real Bed	718.17813	100	50	1	0	13	43	73	348	31	99.400000	9.860000	9.860000	9.940000	9.940000	9.800000	9.580000	flexible
6126	East Palo Alto	t	East Palo Alto	Palo Alto	94303	Entire guest suite	Entire home/apt	4	1	2	2	Real Bed	718.17813	100	10	1	20	0	18	48	323	29	93.800000	9.580000	9.380000	9.800000	9.720000	9.180000	8.900000	strict
6127	Menlo Park	t	Menlo Park	Menlo Park	94025	Entire home	Entire home/apt	5	1	3	4	Real Bed	718.17813	100	5	1	0	3	3	3	177	0	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	strict
6128	Downtown North	t	Menlo Park	Menlo Park	94025	Private room in rental unit	Private room	2	1	1	1	Real Bed	718.17813	100	50	1	40	0	4	34	309	0	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	flexible
6129	Los Gatos	t	Los Gatos	Los Gatos	95033	Entire guest suite	Entire home/apt	4	1	2	2	Real Bed	718.17813	100	25	1	0	17	44	73	73	58	87.200000	9.240000	8.800000	9.240000	9.280000	9.420000	9.060000	strict
6130	Sunnyvale	t	San Francisco	San Francisco	94025	Entire serviced apartment	Entire home/apt	2	1	1	1	Real Bed	718.17813	200	50	1	0	1	1	3	278	5	92.000000	10.000000	9.200000	10.000000	8.800000	10.000000	8.000000	strict
6131	East Palo Alto	t	East Palo Alto	East Palo Alto	94301	Entire guest suite	Entire home/apt	6	1	3	3	Real Bed	718.17813	100	50	1	15	18	48	78	168	24	94.200000	9.760000	9.660000	9.760000	9.760000	8.840000	9.260000	moderate

Most frequently occurring

	host_neighbourhood	host_identity_verified	neighbourhood	city	zipcode	property_type	room_type	accommodates	bathrooms	bedrooms	beds	bed_type	square_feet	security_deposit	cleaning_fee	guests_included	availability_30	availability_60	availability_90	availability_365	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	cancellation_policy	# duplicates
0	Cambridge	t	Menlo Park	New York	94028	Entire rental unit	Entire home/apt	2	1	1	1	Real Bed	718.17813	100	50	1	0	0	0	0	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	flexible	2
1	Cambridge	t	San Jose	New York	95129	Entire serviced apartment	Entire home/apt	3	1	1	2	Real Bed	718.17813	100	50	1	30	60	90	365	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	flexible	2
2	Orange	t	Palo Alto	San Francisco	94306	Room in boutique hotel	Private room	2	1	1	1	Real Bed	718.17813	100	50	1	4	34	64	339	94.473912	9.586622	9.451393	9.734234	9.665781	9.627646	9.363878	strict	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

None

CJK

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length